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i2b2

Benchmarks

Task NameDataset NameSOTA ResultTrend
Named Entity Recognitioni2b2
A_T52.36
44
Named Entity Recognitioni2b2 2014
Micro F1 Score0.5821
26
Named Entity RecognitionI2B2 2010 (test)
Micro F10.7198
24
Clinical concept extractioni2b2 2010 (test)
Exact F190.25
14
Relation ExtractionI2B2 Three-site experiment (test)
Strict Micro F10.745
13
Named Entity RecognitionI2B2 Three-site experiment (test)
Strict Micro F185.2
13
Relation ExtractionI2B2 Two-site experiment (test)
Strict Micro F174.6
13
Named Entity RecognitionI2B2 Two-site experiment (test)
Strict Micro F186.4
13
Clinical concept extractioni2b2 2012 (test)
Exact F180.91
13
Named Entity Recognitioni2b2 bert-base-cased (FG-8-PG-2)
At Score56.96
11
Named Entity Recognitioni2b2 FG-8-PG-1 bert-base-cased
At Score50.75
11
Named Entity Recognitioni2b2 FG-2-PG-2 bert-base-cased
At54.84
11
Named Entity Recognitioni2b2 bert-base-cased (FG-1-PG-1)
At Score43.88
11
Clinical NLP Tasksi2b2
GPT-4 Score3.36
10
Named Entity RecognitionI2B2 (test)
Micro-F164.3
9
Clinical Relation Extractioni2b2 English 2010
Micro F191.8
8
Drug Named Entity Recognitioni2b2 2009
F1 Score93.2
8
Clinical Relation Extractioni2b2 Turkish 2010
Micro F10.87
6
Named Entity Recognitioni2b2-10
Micro F1 (span-level)87.4
6
Named Entity Recognitioni2b2 2012
F1 Score80
5
Named Entity Recognitioni2b2 2006
F1 Score97.4
5
Diagnosis predictioni2b2 (test)
AUROC82.31
4
Named Entity Recognitioni2b2 2014 (20% test)
Precision96
4
Relation Extractioni2b2-Clinical (test)
Macro F169.1
3
Relation Extractioni2b2-Temporal (test)
Macro F173.6
3
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